← All work
IoT · Edge · RTLS · Enterprise

AiTrack — sub-metre indoor positioning for enterprises.

A real-time location system for worker-safety and asset tracking — BLE anchors and k-NN RF-fingerprinting on an edge gateway, a live operations cockpit, and a productised go-to-market.

Role
Architect · builder
Years
2024 — present
Stack
BLE · MQTT · edge · k-NN
Status
Live · commercial pilots
At SFHL Innovations · Architect · builder

Architected it end to end and directed the build — the BLE anchor network, the k-NN RTLS engine, the live cockpit, and the productised go-to-market.

AiTrack screenshot

AiTrack live — outcome cards, the floor map and live attendance, as the ops team sees it.

The problem

Enterprises can't prove a worker was where they should have been, or find a high-value asset, without expensive, hard-to-deploy infrastructure. Most indoor-tracking pitches die on cost, calibration time, and "does it work on our floor?"

What I built

A sub-metre RTLS on inexpensive BLE anchors and an edge gateway streaming over MQTT, with a k-NN RF-fingerprinting engine for accuracy without a site full of hardware — plus a live operations cockpit showing position, dwell and alerts in real time.

The outcome

Productised from a custom build into a repeatable offering with a ROI calculator, value-anchored per-device pricing and a risk-free pilot, so a buyer sees the evidence before they commit. In commercial pilots now.

Why it works

Buyers pay for the evidence that they acted before an incident. AiTrack calibrates on the client's real floor in days and puts that proof one click away.

How it works

From a tag to proof — the RTLS pipeline.

AiTrack RTLS — BLE + k-NN on an edge gateway, to a sub-metre fix and a live cockpit.

Want something like this?

Tell me what you're building. I reply within 48–72 hours.